Differential Evolution Based Layer-Wise Weight Pruning for Compressing Deep Neural Networks

Deep neural networks have evolved significantly in the past decades and are now able to achieve better progression of sensor data. Nonetheless, most of the deep models verify the ruling maxim in deep learning—bigger is better—so they have very complex structures. As the models become more complex, t...

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Bibliographic Details
Main Authors: Tao Wu, Xiaoyang Li, Deyun Zhou, Na Li, Jiao Shi
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/3/880